Tushare
Tushare transforms conversational requests about Chinese stocks, indices, and funds into executable data retrieval and analysis. It handles market trends, financial statements, valuation metrics, capital flows, sector rotation, news, and macro data—outputting clean tables or export-ready files rather than raw results.
Tushare converts natural language finance questions into actionable data workflows for A-stock research.
AI-generated summary based on this skill's SKILL.md
Decision gist · record as of 2026-07-09
Tushare converts natural language finance questions into actionable data workflows for A-stock research. Tushare transforms conversational requests about Chinese stocks, indices, and funds into executable data retrieval and analysis. It handles market trends, financial statements, valuation metrics, capital flows, sector rotation, news, and macro data—outputting clean tables or export-ready files rather than raw results.
Use it when
- Tushare retrieves real-time and historical stock prices programmatically through its API.
- Yes, Tushare queries fund, index, and securities market indicators alongside stock data.
Install
waditu-tushare/skills/tushare · repository language: Python
generated, unverified - the skill's exact subdirectory could not be determined; check the repository on GitHub
Open directory. Skills are indexed for reading, not audited. Review a skill's body before installing it.
Frequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
What is Tushare and how do I use it?
Tushare is a Python library that provides programmatic access to Chinese stock market data, financial information, and securities indicators. It transforms conversational requests about Chinese stocks, indices, and funds into executable data retrieval, handling market trends, financial statements, valuation metrics, and macro data—outputting clean tables or export-ready files for analysis and trading systems.
How can I get stock prices using Tushare?
Tushare retrieves real-time and historical stock prices programmatically through its API. You can query A-shares data, real-time quotes, and historical stock data for Chinese securities. The library outputs results in clean, structured formats suitable for integration into analysis or trading systems.
Does Tushare provide fund and index data?
Yes, Tushare queries fund, index, and securities market indicators alongside stock data. It supports retrieval of index data, fund information, and other market indicators, allowing you to access comprehensive financial data feeds for Chinese markets beyond individual stocks.
What types of financial data can Tushare download?
Tushare accesses Chinese stock market data including real-time quotes, historical prices, trading data, financial statements, valuation metrics, capital flows, sector rotation data, dividend information, and macro indicators. Data can be downloaded and exported in ready-to-use formats for further analysis.
Can I integrate Tushare into my trading or analysis system?
Yes, Tushare is designed for integration into analysis or trading systems. Its programmatic API allows you to fetch financial data feeds directly into your applications, with output formatted as clean tables or export-ready files rather than raw results, streamlining workflow automation.
Let your AI agent find skills like this
Example. Real query, live index.
You found this page by searching. An agent finds it by wishing: SkillFed indexes 56,283 agent skills by what they can do, searchable in plain language.
wish › “Access Chinese stock market data and financial information”
Give your agent the search over MCP, or paste the wish link into any chat. No install? Search from any chat →
Related skills
Tushare is a financial data interface that unifies access to market quotes and fundamentals through standardized APIs. It covers stocks, funds, futures, digital currencies, and corporate financials, designed for developers needing lightweight, real-time data retrieval.
Tushare Data transforms conversational requests about Chinese equities into executable data workflows. Query stock trends, financials, valuations, fund flows, sector performance, and macroeconomic indicators across A-shares, indices, and ETFs—then export results as CSV or structured summaries.
This skill provides comprehensive time series analysis across equities, commodities, cryptocurrencies, ETFs, forex and indices. It integrates Tushare MCP for Chinese market data and yfinance for international assets, routing users through eight analytical domains—from stationarity testing and ARIMA forecasting to GARCH volatility modeling, cointegration analysis, portfolio optimization, and network analysis.
Tushare MCP connects you to over 158 financial data endpoints covering Chinese equities, Hong Kong and US stocks, funds, futures, bonds, and macroeconomic indicators. Call data through MCP tools instead of writing Python, with automatic date format handling and flexible result limits.
This skill connects to Tushare Pro, a Chinese financial data platform offering stock quotes, financial statements, and market indicators. Access daily prices, earnings reports, cash flow data, and trading information across multiple exchanges including Shanghai, Shenzhen, and Hong Kong.
Stock Analysis evaluates Chinese A-share stocks using value investing principles, pulling public financial data to help retail investors make informed decisions. Screen stocks by valuation, profitability, growth, and safety metrics; analyze individual holdings with financial health checks and intrinsic value calculations; compare peers across industries; and assess sentiment from recent news.
More skills Stock A股技术分析数据准备 (unlicensed) · tushare-finance (MIT) · ashare-pre-st-filter (MIT) · Brief (unlicensed) · Scan (unlicensed)